ant system algorithm
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Author(s):  
Mouhcine Elgarej ◽  
Mansouri Khalifa ◽  
Mohamed Youssfi

With the increase in the number of electric vehicles (EV) on the street in the last years, the drivers of EVs are suffering from the problem of guiding themselves toward the nearest charging stations for recharging their batteries or finding the shortest routes toward their destinations. Although, the electric vehicle planning problem (EPP) is designed to achieve several transactions such as battery energy restrictions and the challenge of finding the nearest charging stations to the position of the electric vehicle. In this work, a new distributed system for electric vehicle routing is based on a novel driving strategy using a distributed Ant system algorithm (AS). The distributed architecture minimizes the total travelling path for the EV to attain the destination by proposing a set of the nearest charging stations that can be visited for recharging during his travels. Simulation result proved that our prototype is able to prepare optimal solutions within a reasonable time and forwarding EVs toward the nearest charging stations during their trips.


2020 ◽  
Vol 11 (3) ◽  
pp. 58-78 ◽  
Author(s):  
Mouhcine Elgarej ◽  
Mansouri Khalifa ◽  
Mohamed Youssfi

With the increase in the number of electric vehicles (EV) on the street in the last years, the drivers of EVs are suffering from the problem of guiding themselves toward the nearest charging stations for recharging their batteries or finding the shortest routes toward their destinations. Although, the electric vehicle planning problem (EPP) is designed to achieve several transactions such as battery energy restrictions and the challenge of finding the nearest charging stations to the position of the electric vehicle. In this work, a new distributed system for electric vehicle routing is based on a novel driving strategy using a distributed Ant system algorithm (AS). The distributed architecture minimizes the total travelling path for the EV to attain the destination by proposing a set of the nearest charging stations that can be visited for recharging during his travels. Simulation result proved that our prototype is able to prepare optimal solutions within a reasonable time and forwarding EVs toward the nearest charging stations during their trips.


2020 ◽  
Vol 66 (1) ◽  
pp. 993-1010
Author(s):  
Dac-Nhuong Le ◽  
Gia Nhu Nguyen ◽  
Harish Garg ◽  
Quyet-Thang Huynh ◽  
Trinh Ngoc Bao ◽  
...  

2019 ◽  
Vol 24 (12) ◽  
pp. 9257-9278
Author(s):  
Sicong Li ◽  
Saihua Cai ◽  
Li Li ◽  
Ruizhi Sun ◽  
Gang Yuan

Methodology ◽  
2018 ◽  
Vol 14 (4) ◽  
pp. 177-188 ◽  
Author(s):  
Martin Schultze ◽  
Michael Eid

Abstract. In the construction of scales intended for the use in cross-cultural studies, the selection of items needs to be guided not only by traditional criteria of item quality, but has to take information about the measurement invariance of the scale into account. We present an approach to automated item selection which depicts the process as a combinatorial optimization problem and aims at finding a scale which fulfils predefined target criteria – such as measurement invariance across cultures. The search for an optimal solution is performed using an adaptation of the [Formula: see text] Ant System algorithm. The approach is illustrated using an application to item selection for a personality scale assuming measurement invariance across multiple countries.


2018 ◽  
Vol 0 (0) ◽  
pp. 0-0
Author(s):  
Reza Behmanesh ◽  
Mostafa Zandieh ◽  
Seyyed Mohammad Hadji Molana

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